πŸ‡ΊπŸ‡Έ Boston, MA β†’ Warsaw, Poland πŸ‡΅πŸ‡±

Building and shipping
Generative AI Agents to Production

Software Entrepreneur and Founding Engineer specializing in Generative AI Agents. I build businesses that transform innovative ideas into scalable production platforms, and I'm open to collaborating with fellow entrepreneurs and founders on ambitious AI-powered ventures.

Generative AI Agents Platform Engineering DevOps & Architecture Full-Stack Development

Selected work

Generative AI Platforms I've built since the birth of OpenAI's ChatGPT 3.5

Built Shotgun, an open-source CLI tool that keeps AI coding agents on track for large features. Indexes repositories into searchable code graphs and walks developers through agentic workflows, turning ideas into codebase-aware specs and file-by-file implementation plans. View on GitHub

Complete codebase understanding with live dependency graphs
AI Agentic workflow: Research β†’ Specify β†’ Plan β†’ Tasks β†’ Export
Multi-source research across codebase, npm, GitHub, and docs
Deterministic artifacts with AGENTS.md export for Cursor, Claude Code, Codex
Python CLI Pydantic AI LiteLLM OpenAI Anthropic Gemini

Built GeoStorm, an open-source monitoring tool that tracks how AI models (GPT, Claude, Gemini, Perplexity) perceive and recommend software. Self-hosted via Docker, it polls models on schedule and alerts you when perception shifts. Specced with Shotgun.

Tracks AI model recommendation share and positioning trends
Smart alerts for competitor emergence, share drops, and model divergence
Self-hosted single Docker container with zero external dependencies
MCP integration for conversational data queries via Claude Code
Python FastAPI Astro React SQLite Docker OpenRouter

Founding Engineer for Generative AI Agent platform that builds full-stack applications. Led architecture, DevOps, and infrastructure while advancing the Generative AI Agent with prompt engineering and production-ready features.

Productionized autonomous Generative AI Software Development Agent
Re-engineered CI/CD to cut LLM spend by $5k+ per month
Advanced Generative AI Agent with prompt/context engineering for production readiness
Shipped self-learning RAG knowledge base with pgvector
Python FastAPI GCP Postgres OpenAI Anthropic

Built entire Generative AI platform from first commit - frontend, backend, database, and infrastructure. Platform now hosts multiple Generative AI products powered by OpenAI and Google Gemini, serving customers worldwide with AI Agents that solve 70% of customer issues directly.

Built Generative AI platform from blank repository to production
Architected LangChain-powered microservices for Retrieval Augmented Generation
Implemented Stripe and GCP marketplace billing
TypeScript Next.js NestJS Python Postgres GCP OpenAI LangChain

Latest from My Blog

Thoughts on AI, software engineering, and building the future of technology.

  • Mar 1, 2026

    A Developer's Roadmap to AI: 5 Stages to Get There

    You don't need a PhD. You don't need to go back to school. Here's a practical, staged roadmap for developers who want to break into AI and start building agents.

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  • Feb 22, 2026

    Building Shotgun: From First Commit to First Customer in 31 Days

    How I built Shotgun CLI with Pydantic AI and Claude Code, shipping a major feature every week and going from first commit to first paying customer in 31 days.

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  • Jul 11, 2025

    Building Proofs: An AI Software Development Agent

    Building an AI Software Development Agent in 2025

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  • Feb 15, 2025

    From inbox to insights: Extracting structured data from emails with Python and LLMs

    Email Parsing with Python and Gemini 2.0 Flash-Lite

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  • Dec 9, 2024

    How I Started My Journey in Software Development

    This article talks about my journey into software development, from a challenging clock project to leading tech solutions and embracing every opportunity to grow.

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  • Oct 26, 2024

    AI Agents Can Collaborate on a Massive Scale and It's Super Interesting

    This blog post talks about how AI are collaborating on a massive scale, surpassing human limits to solve complex problems.

    Read More

Building the future of Generative AI Agent applications

Technical Leadership

Founding Engineer experience building Generative AI Agent platforms from zero to production scale, serving global clients with enterprise-grade solutions. I build businesses, not just software.

Performance Optimization

Specialized in optimizing Generative AI Agents in Production for cost and performance. Reduced LLM operational costs by thousands monthly while improving response times.

Business Impact

Bridge the gap between complex Generative AI technology and business objectives. Translate technical capabilities into measurable business outcomes.

With deep expertise in Generative AI Agent systems, platform engineering, and DevOps, I'm building innovative AI-powered businesses and seeking collaboration opportunities with fellow founders and entrepreneurs. Whether you're looking to partner on a new venture or explore synergies between our projects, I bring both technical depth and entrepreneurial drive.

Ready to build something amazing together?

I'm always open to exploring collaboration opportunities with fellow founders and entrepreneurs. Let's discuss how we can build the future of Generative AI together.

Get in touch

Warsaw, Poland (Remote worldwide)

Open to collaborate on:

  • Co-founding AI-powered ventures
  • Strategic partnerships on Generative AI projects
  • Building innovative AI Agent platforms
  • Technical advisory and consulting for startups
  • Joint ventures in the AI space

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